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Ekaterina Kochetkova

PhD student, EPFL - EPF Lausanne

1 paper at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Streaming Attention Approximation via Discrepancy Theory

#4003 Spotlight · Ekaterina Kochetkova, Kshiteej Sheth, Insu Han, Amir Zandieh, Michael Kapralov

We design a geometric sampling framework to enhance memory efficiency and precision in long-context LLMs.